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Segmentation

Papers

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Showing 9401–9450 of 13072 papers

TitleStatusHype
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI—0
Robust Phonetic Segmentation Using Spectral Transition measure for Non-Standard Recording Environments—0
Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword SystemsCode1
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized DatasetCode1
An Auto-Encoder Strategy for Adaptive Image SegmentationCode1
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netCode1
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy—0
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?—0
Compact retail shelf segmentation for mobile deployment—0
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRICode1
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training—0
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection SegmentationCode1
OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images—0
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes—0
All you need is a second look: Towards Tighter Arbitrary shape text detection—0
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance ImagingCode1
Joint Liver Lesion Segmentation and Classification via Transfer Learning—0
Fashionpedia: Ontology, Segmentation, and an Attribute Localization DatasetCode1
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR ImagesCode1
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-MemoryCode0
Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network—0
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation—0
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution—0
Fast Convex Relaxations using Graph Discretizations—0
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode1
A review: Deep learning for medical image segmentation using multi-modality fusion—0
Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRICode1
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 SegmentationCode1
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI—0
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local ConstraintsCode1
The 1st Agriculture-Vision Challenge: Methods and ResultsCode1
Generative Synthetic Augmentation using Label-to-Image Translation for Nuclei Image Segmentation—0
Referring Image Segmentation by Generative Adversarial Learning—0
Self-Supervised Feature Extraction for 3D Axon SegmentationCode0
LSM: Learning Subspace Minimization for Low-level Vision—0
Neural Network Segmentation of Cell Ultrastructure Using Incomplete Annotation—0
4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation—0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
Spectral GUI for Automated Tissue and Lesion Segmentation of T1 Weighted Breast MR Images—0
UNet 3+: A Full-Scale Connected UNet for Medical Image SegmentationCode1
Color Image Segmentation using Adaptive Particle Swarm Optimization and Fuzzy C-means—0
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors—0
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search—0
Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans—0
Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor SegmentationCode1
Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified